Probabilistic and fractal aspects of Levy trees

被引:142
|
作者
Duquesne, T
Le Gall, JF
机构
[1] Univ Paris 11, F-91405 Orsay, France
[2] Ecole Normale Super, DMA, F-75005 Paris, France
关键词
D O I
10.1007/s00440-004-0385-4
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We investigate the random continuous trees called Levy trees, which are obtained as scaling limits of discrete Galton-Watson trees. We give a mathematically precise definition of these random trees as random variables taking values in the set of equivalence classes of compact rooted R-trees, which is equipped with the Gromov-Hausdorff distance. To construct Levy trees, we make use of the coding by the height process which was studied in detail in previous work. We then investigate various probabilistic properties of Levy trees. In particular we establish a branching property analogous to the well-known property for Galton-Watson trees: Conditionally given the tree below level a, the subtrees originating from that level are distributed as the atoms of a Poisson point measure whose intensity involves a local time measure supported on the vertices at distance a from the root. We study regularity properties of local times in the space variable, and prove that the support of local time is the full level set, except for certain exceptional values of a corresponding to local extinctions. We also compute several fractal dimensions of Levy trees, including Hausdorff and packing dimensions, in terms of lower and upper indices for the branching mechanism function psi which characterizes the distribution of the tree. We finally discuss some applications to super-Brownian motion with a general branching mechanism.
引用
收藏
页码:553 / 603
页数:51
相关论文
共 50 条
  • [1] Probabilistic and fractal aspects of Lévy trees
    Thomas Duquesne
    Jean-François Le Gall
    [J]. Probability Theory and Related Fields, 2005, 131 : 553 - 603
  • [2] SOME PROBABILISTIC ASPECTS OF FRACTAL GROWTH
    TSONIS, AA
    [J]. JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1987, 20 (14): : 5025 - 5028
  • [3] Probabilistic aspects of infinite trees and surfaces
    Durhuus, B
    [J]. ACTA PHYSICA POLONICA B, 2003, 34 (10): : 4795 - 4811
  • [4] Probabilistic aspects of infinite trees and some applications
    Lyons, R
    [J]. TREES - WORKSHOP IN VERSAILLES, JUNE 14-16, 1995, 1996, 40 : 81 - 94
  • [5] Growth of Levy trees
    Duquesne, Thomas
    Winkel, Matthias
    [J]. PROBABILITY THEORY AND RELATED FIELDS, 2007, 139 (3-4) : 313 - 371
  • [6] FRACTAL DIMENSIONALITY OF LEVY PROCESSES
    SESHADRI, V
    WEST, BJ
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA-PHYSICAL SCIENCES, 1982, 79 (14): : 4501 - 4505
  • [7] Fractal Levy correlation cascades
    Eliazar, Iddo
    Klafter, Joseph
    [J]. JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL, 2007, 40 (16) : F307 - F314
  • [8] RANDOM TREES AND LEVY PROCESSES
    LEGALL, JF
    LEJAN, Y
    [J]. COMPTES RENDUS DE L ACADEMIE DES SCIENCES SERIE I-MATHEMATIQUE, 1995, 321 (09): : 1241 - 1244
  • [9] FRACTAL AND NONFRACTAL BEHAVIOR IN LEVY FLIGHTS
    CHENG, Z
    SAVIT, R
    [J]. JOURNAL OF MATHEMATICAL PHYSICS, 1987, 28 (03) : 592 - 597
  • [10] Levy processes on a generalized fractal comb
    Sandev, Trifce
    Iomin, Alexander
    Mendez, Vicenc
    [J]. JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL, 2016, 49 (35)